Voranouth Supadulya

Title: Voranouth Supadulya: Innovator in Automated Model Selection and Visualization

Introduction

Voranouth Supadulya is a notable inventor based in Austin, TX (US). He has made significant contributions to the field of automated model selection and visualization, holding a total of 3 patents. His work focuses on enhancing the efficiency and effectiveness of machine learning processes through innovative systems and methods.

Latest Patents

One of Voranouth's latest patents is titled "Visualization of a model selection process in an automated model selection system." This invention provides systems, computer-implemented methods, and computer program products that facilitate the visualization of a model selection process. The system comprises a memory that stores computer executable components and a processor that executes these components. The components include an interaction backend handler that obtains assessment metrics of a model pipeline candidate and a visualization render component that creates a progress visualization based on these metrics.

Another significant patent is "Automated artificial intelligence radial visualization." This invention offers automated machine learning visualization by receiving machine learning tasks, transformers, and estimators into composition modules. These modules generate machine learning models and create a machine learning model pipeline, which is a sequence of transformers and estimators. The invention also includes generating an interactive visualization graphical user interface that displays the machine learning model pipeline and corresponding metadata.

Career Highlights

Voranouth Supadulya is currently employed at International Business Machines Corporation (IBM), where he continues to innovate in the field of machine learning and artificial intelligence. His work has been instrumental in advancing automated processes that improve model selection and visualization.

Collaborations

Voranouth has collaborated with notable coworkers such as John Dillon Eversman and Dakuo Wang. Their combined expertise contributes to the development of cutting-edge technologies in the field.

Conclusion

Voranouth Supadulya is a prominent inventor whose work in automated model selection and visualization is shaping the future of machine learning. His patents reflect a commitment to innovation and efficiency in technology.